Natural Language Data Engineer & Scientiest
Aktualisiert am 25.10.2019
Profil
Freiberufler / Selbstständiger
Verfügbar ab: 11.11.2019
Verfügbar zu: 100%
davon vor Ort: 50%
Java
Data Engineering
Python
English
fluent
German
native language
Spanish
intermediate

Einsatzorte

Einsatzorte

München (+100km) Tübingen (+100km) Titisee-Neustadt (+75km) Mindelheim (+100km) Erlangen (+100km) Deggendorf (+75km)
Österreich, Schweiz
nicht möglich

Projekte

Projekte

4 Monate
2019-04 - 2019-07

Virtual assistant

Computational Linguist
Computational Linguist
  • Maintenance of natural language machine learning models in the context of virtual assistants
  • Improvements of machine learning systems for intent & entity recognition
Deutsche Telekom AG
1 Jahr 4 Monate
2017-12 - 2019-03

Online review analysis system

Data Scientist
Data Scientist
  • Implementation of an SVM-based statistical classifier for detecting aggressive statements in user-generated content
  • Conceptualization & development of a machine learning system for the aspect-based sentiment analysis of online consumer reviews
  • Design & implementation of a review data labeling interface
kjero.com
5 Monate
2017-07 - 2017-11

Artist search engine

Lead Developer
Lead Developer
  • Full-stack development of an artist search engine
  • Development of a gradient boosting-based component to tell apart private events from public ones and to remove duplicate events
artistery.at
1 Jahr
2016-07 - 2017-06

Scraping infrastructure

Web Scraping Engineer
Web Scraping Engineer
  • Administration & development of a high-performing proprietary scraping engine
  • Maintenance of an extensive server infrastructure to run the engine
glanos.de
2 Jahre 6 Monate
2014-01 - 2016-06

Social media analysis system

Computational Linguist
Computational Linguist
  • Implementation of a keyword extraction system to summarize latent topics in social media natural language text content
  • Extending & maintaining a web application to summarize & visualize analysis results
bea-services.de
10 Monate
2014-10 - 2015-07

Teaching & research assistance

Teaching & Research Assistant
Teaching & Research Assistant
  • Tutoring for a lecture in the area of mathematical education (Mathematische Grundlagen für Computerlinguisten)
  • Conceptualization of a system for the automatic extraction and summary of language content from videos
Centrum für Informations- und Sprachverarbeitung
1 Jahr
2012-10 - 2013-09

Natural language processing system

Software Engineering Intern
Software Engineering Intern
  • Development of a natural language processing pipeline component to detect syntactic structures in financial news articles
  • Implementation of a rule-based pipeline component to perform named-entity recognition
econob.com

Aus- und Weiterbildung

Aus- und Weiterbildung

Ludwig-Maximilians-Universität München
M.Sc. Computational Linguistics
Focus area: Automatic text summarization

Alpen-Adria-Universität Klagenfurt
B.Sc. Applied Computer Science
Focus area: Natural language processing

Kompetenzen

Kompetenzen

Top-Skills

Java Data Engineering Python

Produkte / Standards / Erfahrungen / Methoden

Data Science
Information Visualization
Machine Learning
Natural Language Processing
Web Development
Web Scraping & Crawling

Einsatzorte

Einsatzorte

München (+100km) Tübingen (+100km) Titisee-Neustadt (+75km) Mindelheim (+100km) Erlangen (+100km) Deggendorf (+75km)
Österreich, Schweiz
nicht möglich

Projekte

Projekte

4 Monate
2019-04 - 2019-07

Virtual assistant

Computational Linguist
Computational Linguist
  • Maintenance of natural language machine learning models in the context of virtual assistants
  • Improvements of machine learning systems for intent & entity recognition
Deutsche Telekom AG
1 Jahr 4 Monate
2017-12 - 2019-03

Online review analysis system

Data Scientist
Data Scientist
  • Implementation of an SVM-based statistical classifier for detecting aggressive statements in user-generated content
  • Conceptualization & development of a machine learning system for the aspect-based sentiment analysis of online consumer reviews
  • Design & implementation of a review data labeling interface
kjero.com
5 Monate
2017-07 - 2017-11

Artist search engine

Lead Developer
Lead Developer
  • Full-stack development of an artist search engine
  • Development of a gradient boosting-based component to tell apart private events from public ones and to remove duplicate events
artistery.at
1 Jahr
2016-07 - 2017-06

Scraping infrastructure

Web Scraping Engineer
Web Scraping Engineer
  • Administration & development of a high-performing proprietary scraping engine
  • Maintenance of an extensive server infrastructure to run the engine
glanos.de
2 Jahre 6 Monate
2014-01 - 2016-06

Social media analysis system

Computational Linguist
Computational Linguist
  • Implementation of a keyword extraction system to summarize latent topics in social media natural language text content
  • Extending & maintaining a web application to summarize & visualize analysis results
bea-services.de
10 Monate
2014-10 - 2015-07

Teaching & research assistance

Teaching & Research Assistant
Teaching & Research Assistant
  • Tutoring for a lecture in the area of mathematical education (Mathematische Grundlagen für Computerlinguisten)
  • Conceptualization of a system for the automatic extraction and summary of language content from videos
Centrum für Informations- und Sprachverarbeitung
1 Jahr
2012-10 - 2013-09

Natural language processing system

Software Engineering Intern
Software Engineering Intern
  • Development of a natural language processing pipeline component to detect syntactic structures in financial news articles
  • Implementation of a rule-based pipeline component to perform named-entity recognition
econob.com

Aus- und Weiterbildung

Aus- und Weiterbildung

Ludwig-Maximilians-Universität München
M.Sc. Computational Linguistics
Focus area: Automatic text summarization

Alpen-Adria-Universität Klagenfurt
B.Sc. Applied Computer Science
Focus area: Natural language processing

Kompetenzen

Kompetenzen

Top-Skills

Java Data Engineering Python

Produkte / Standards / Erfahrungen / Methoden

Data Science
Information Visualization
Machine Learning
Natural Language Processing
Web Development
Web Scraping & Crawling

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